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ORCIDWonjong Rhee
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2020 – today
- 2024
[j17]Jangwon Suh
, Jimyeong Kim, Soonil Kwon, Euna Jung, Hyo-Jeong Ahn, Kyung-Yeon Lee, Eue-Keun Choi, Wonjong Rhee:
Visual interpretation of deep learning model in ECG classification: A comprehensive evaluation of feature attribution methods. Comput. Biol. Medicine 182: 109088 (2024)- [j16]Kyungeun Lee, Jaeill Kim, Suhyun Kang, Wonjong Rhee:
Towards a rigorous analysis of mutual information in contrastive learning. Neural Networks 179: 106584 (2024) - [c28]Jimyeong Kim, Jungwon Park, Wonjong Rhee:
Selectively Informative Description can Reduce Undesired Embedding Entanglements in Text-to-Image Personalization. CVPR 2024: 8312-8322 - [i31]Jaeill Kim, Duhun Hwang, Eunjung Lee, Jangwon Suh, Jimyeong Kim, Wonjong Rhee:
Enhancing Contrastive Learning with Efficient Combinatorial Positive Pairing. CoRR abs/2401.05730 (2024) - [i30]Euna Jung, Jaekeol Choi, EungGu Yun, Wonjong Rhee:
On-Off Pattern Encoding and Path-Count Encoding as Deep Neural Network Representations. CoRR abs/2401.09518 (2024) - [i29]Yeji Song, Jimyeong Kim, Wonhark Park, Wonsik Shin, Wonjong Rhee, Nojun Kwak:
Harmonizing Visual and Textual Embeddings for Zero-Shot Text-to-Image Customization. CoRR abs/2403.14155 (2024) - [i28]Jimyeong Kim, Jungwon Park, Wonjong Rhee:
Selectively Informative Description can Reduce Undesired Embedding Entanglements in Text-to-Image Personalization. CoRR abs/2403.15330 (2024) - [i27]Jaeill Kim, Wonseok Lee, Moonjung Eo, Wonjong Rhee:
Improving Forward Compatibility in Class Incremental Learning by Increasing Representation Rank and Feature Richness. CoRR abs/2403.15517 (2024) - [i26]Wonkyun Kim, Changin Choi, Wonseok Lee, Wonjong Rhee:
An Image Grid Can Be Worth a Video: Zero-shot Video Question Answering Using a VLM. CoRR abs/2403.18406 (2024) - [i25]Euna Jung, Jaeill Kim, Jungmin Ko, Jinwoo Park, Wonjong Rhee:
Unveiling Key Aspects of Fine-Tuning in Sentence Embeddings: A Representation Rank Analysis. CoRR abs/2405.11297 (2024) - [i24]Duhun Hwang, Suhyun Kang, Moonjung Eo, Jimyeong Kim, Wonjong Rhee:
Towards a Better Evaluation of Out-of-Domain Generalization. CoRR abs/2405.19703 (2024) - 2023
- [j15]Moonjung Eo, Jeongyun Han, Wonjong Rhee:
Deep Learning Framework With Essential Pre-Processing Techniques for Improving Mixed-Gas Concentration Prediction. IEEE Access 11: 25467-25479 (2023) - [j14]Duhun Hwang, Eunjung Lee, Wonjong Rhee:
AID-purifier: A light auxiliary network for boosting adversarial defense. Neurocomputing 541: 126251 (2023) - [j13]Moonjung Eo, Suhyun Kang, Wonjong Rhee:
An effective low-rank compression with a joint rank selection followed by a compression-friendly training. Neural Networks 161: 165-177 (2023) - [c27]Jungwook Shin, Jaeill Kim, Kyungeun Lee, Hyunghun Cho, Wonjong Rhee:
Diversified and Realistic 3D Augmentation via Iterative Construction, Random Placement, and HPR Occlusion. AAAI 2023: 2282-2291 - [c26]Jaeill Kim, Suhyun Kang, Duhun Hwang, Jungwook Shin, Wonjong Rhee:
VNE: An Effective Method for Improving Deep Representation by Manipulating Eigenvalue Distribution. CVPR 2023: 3799-3810 - [c25]Suhyun Kang, Duhun Hwang, Moonjung Eo, Taesup Kim, Wonjong Rhee:
Meta-Learning with a Geometry-Adaptive Preconditioner. CVPR 2023: 16080-16090 - [c24]Jaeill Kim, Jungwook Shin, Wonjong Rhee:
Enhancing Fine-Tuning in Low Data Regime by Increasing Representation Entropy During Pre-Training Phase. ICTC 2023: 1319-1321 - [c23]Jungwook Shin, Jaeill Kim, Wonjong Rhee:
Elastic Deformable Augmentation for Autonomous Driving. ICTC 2023: 1718-1720 - [c22]Euna Jung, Jungwon Park, Jaekeol Choi, Sungyoon Kim, Wonjong Rhee:
Isotropic Representation Can Improve Dense Retrieval. PAKDD (3) 2023: 125-137 - [i23]Jungwook Shin, Jaeill Kim, Kyungeun Lee, Hyunghun Cho, Wonjong Rhee:
DR.CPO: Diversified and Realistic 3D Augmentation via Iterative Construction, Random Placement, and HPR Occlusion. CoRR abs/2303.12743 (2023) - [i22]Jaeill Kim, Suhyun Kang, Duhun Hwang, Jungwook Shin, Wonjong Rhee:
VNE: An Effective Method for Improving Deep Representation by Manipulating Eigenvalue Distribution. CoRR abs/2304.01434 (2023) - [i21]Suhyun Kang, Duhun Hwang, Moonjung Eo, Taesup Kim, Wonjong Rhee:
Meta-Learning with a Geometry-Adaptive Preconditioner. CoRR abs/2304.01552 (2023) - [i20]Kyungeun Lee, Jaeill Kim, Suhyun Kang, Wonjong Rhee:
Towards a Rigorous Analysis of Mutual Information in Contrastive Learning. CoRR abs/2308.15704 (2023) - [i19]Moonjung Eo, Suhyun Kang, Wonjong Rhee:
A Differentiable Framework for End-to-End Learning of Hybrid Structured Compression. CoRR abs/2309.13077 (2023) - 2022
- [c21]Duhun Hwang, Eunjung Lee, Wonjong Rhee:
AID-Purifier: A Light Auxiliary Network for Boosting Adversarial Defense. ICPR 2022: 2401-2407 - [c20]Euna Jung, Jaekeol Choi, Wonjong Rhee:
Semi-Siamese Bi-encoder Neural Ranking Model Using Lightweight Fine-Tuning. WWW 2022: 502-511 - [i18]Hyunghun Cho, Jungwook Shin, Wonjong Rhee:
B2EA: An Evolutionary Algorithm Assisted by Two Bayesian Optimization Modules for Neural Architecture Search. CoRR abs/2202.03005 (2022) - [i17]Jaekeol Choi, Euna Jung, Sungjun Lim, Wonjong Rhee:
Finding Inverse Document Frequency Information in BERT. CoRR abs/2202.12191 (2022) - [i16]Euna Jung, Jungwon Park, Jaekeol Choi, Sungyoon Kim, Wonjong Rhee:
Isotropic Representation Can Improve Dense Retrieval. CoRR abs/2209.00218 (2022) - [i15]Jangwon Suh, Jimyeong Kim, Euna Jung, Wonjong Rhee:
Evaluating Feature Attribution Methods for Electrocardiogram. CoRR abs/2211.12702 (2022) - 2021
- [j12]Eunjung Lee, Wonjong Rhee:
Individualized Short-Term Electric Load Forecasting With Deep Neural Network Based Transfer Learning and Meta Learning. IEEE Access 9: 15413-15425 (2021) - [j11]Kyungeun Lee, Moonjung Eo, Euna Jung, Yoonjin Yoon, Wonjong Rhee:
Short-Term Traffic Prediction With Deep Neural Networks: A Survey. IEEE Access 9: 54739-54756 (2021) - [j10]Jeongyun Han, Kwang-Hoon Kim, Wonjong Rhee, Young Hoan Cho:
Learning analytics dashboards for adaptive support in face-to-face collaborative argumentation. Comput. Educ. 163: 104041 (2021) - [c19]SoHyun Park, Anja Thieme, Jeongyun Han, Sungwoo Lee, Wonjong Rhee, Bongwon Suh:
"I wrote as if I were telling a story to someone I knew.": Designing Chatbot Interactions for Expressive Writing in Mental Health. Conference on Designing Interactive Systems 2021: 926-941 - [c18]Jangwon Suh, Jimyeong Kim, Eunjung Lee, Jaeill Kim, Duhun Hwang, Jungwon Park, Junghoon Lee, JaeSeung Park, Seo-Yoon Moon, Yeonsu Kim, Min Kang, Soonil Kwon, Eue-Keun Choi, Wonjong Rhee:
Learning ECG Representations for Multi-Label Classification of Cardiac Abnormalities. CinC 2021: 1-4 - [c17]Daeyoung Choi, Kyungeun Lee, Duhun Hwang, Wonjong Rhee:
Statistical Characteristics of Deep Representations: An Empirical Investigation. ICANN (5) 2021: 43-55 - [c16]Jaekeol Choi, Euna Jung, Jangwon Suh, Wonjong Rhee:
Improving Bi-encoder Document Ranking Models with Two Rankers and Multi-teacher Distillation. SIGIR 2021: 2192-2196 - [i14]Jaekeol Choi, Euna Jung, Jangwon Suh, Wonjong Rhee:
Improving Bi-encoder Document Ranking Models with Two Rankers and Multi-teacher Distillation. CoRR abs/2103.06523 (2021) - [i13]Duhun Hwang, Eunjung Lee, Wonjong Rhee:
AID-Purifier: A Light Auxiliary Network for Boosting Adversarial Defense. CoRR abs/2107.06456 (2021) - [i12]Euna Jung, Jaekeol Choi, Wonjong Rhee:
Semi-Siamese Bi-encoder Neural Ranking Model Using Lightweight Fine-Tuning. CoRR abs/2110.14943 (2021) - [i11]Moonjung Eo, Suhyun Kang, Wonjong Rhee:
A Highly Effective Low-Rank Compression of Deep Neural Networks with Modified Beam-Search and Modified Stable Rank. CoRR abs/2111.15179 (2021) - 2020
- [j9]Hyunghun Cho, Yongjin Kim, Eunjung Lee, Daeyoung Choi, Yongjae Lee, Wonjong Rhee:
Basic Enhancement Strategies When Using Bayesian Optimization for Hyperparameter Tuning of Deep Neural Networks. IEEE Access 8: 52588-52608 (2020) - [i10]Jaekeol Choi, Jungin Choi, Wonjong Rhee:
Interpreting Neural Ranking Models using Grad-CAM. CoRR abs/2005.05768 (2020) - [i9]Kyungeun Lee, Moonjung Eo, Euna Jung, Yoonjin Yoon, Wonjong Rhee:
Short-term Traffic Prediction with Deep Neural Networks: A Survey. CoRR abs/2009.00712 (2020)
2010 – 2019
- 2019
- [c15]Changho Shin, Sunghwan Joo, Jaeryun Yim, Hyoseop Lee, Taesup Moon, Wonjong Rhee:
Subtask Gated Networks for Non-Intrusive Load Monitoring. AAAI 2019: 1150-1157 - [c14]Daeyoung Choi, Wonjong Rhee:
Utilizing Class Information for Deep Network Representation Shaping. AAAI 2019: 3396-3403 - [c13]Wonkyung Jung, Daejin Jung, Byeongho Kim, Sunjung Lee, Wonjong Rhee, Jung Ho Ahn:
Restructuring Batch Normalization to Accelerate CNN Training. SysML 2019 - [i8]Hyunghun Cho, Yongjin Kim, Eunjung Lee, Daeyoung Choi, Yongjae Lee, Wonjong Rhee:
DEEP-BO for Hyperparameter Optimization of Deep Networks. CoRR abs/1905.09680 (2019) - [i7]Kyungeun Lee, Wonjong Rhee:
Graph Convolutional Modules for Traffic Forecasting. CoRR abs/1905.12256 (2019) - 2018
- [j8]Daejin Jung, Sunjung Lee, Wonjong Rhee, Jung Ho Ahn:
Partitioning Compute Units in CNN Acceleration for Statistical Memory Traffic Shaping. IEEE Comput. Archit. Lett. 17(1): 72-75 (2018) - [j7]Jeongyun Han, Eunjung Lee, Hyunghun Cho, Yoonjin Yoon, Hyoseop Lee, Wonjong Rhee:
Improving the Energy Saving Process with High-Resolution Data: A Case Study in a University Building. Sensors 18(5): 1606 (2018) - [c12]Jeongyun Han, Wonjong Rhee, Young Hoan Cho:
Real-time detection of low-achieving groups in face-to-face computer-supported collaborative learning. ICETC 2018: 44-48 - [c11]Daeyoung Choi, Hyunghun Cho, Wonjong Rhee:
On the Difficulty of DNN Hyperparameter Optimization Using Learning Curve Prediction. TENCON 2018: 651-656 - [i6]Daejin Jung, Sunjung Lee, Wonjong Rhee, Jung Ho Ahn:
Partitioning Compute Units in CNN Acceleration for Statistical Memory Traffic Shaping. CoRR abs/1806.06541 (2018) - [i5]Daejin Jung, Wonkyung Jung, Byeongho Kim, Sunjung Lee, Wonjong Rhee, Jung Ho Ahn:
Restructuring Batch Normalization to Accelerate CNN Training. CoRR abs/1807.01702 (2018) - [i4]Daeyoung Choi, Wonjong Rhee:
Utilizing Class Information for DNN Representation Shaping. CoRR abs/1809.09307 (2018) - [i3]Daeyoung Choi, Kyungeun Lee, Changho Shin, Wonjong Rhee:
On the Statistical and Information-theoretic Characteristics of Deep Network Representations. CoRR abs/1811.03666 (2018) - [i2]Changho Shin, Sunghwan Joo, Jaeryun Yim, Hyoseop Lee, Taesup Moon, Wonjong Rhee:
Subtask Gated Networks for Non-Intrusive Load Monitoring. CoRR abs/1811.06692 (2018) - 2017
- [i1]Mehdi Mohseni, Wonjong Rhee, Georgios Ginis:
A Downstream Crosstalk Channel Estimation Method for Mix of Legacy and Vectoring-Enabled VDSL. CoRR abs/1702.06011 (2017) - 2016
- [r1]Y. Eugene Pak, Wonjong Rhee:
Convergence Science and Technology at Seoul National University. Handbook of Science and Technology Convergence 2016: 985-1006 - 2015
- [c10]Hyunchul Lim, YoonKyong Cho, Wonjong Rhee, Bongwon Suh:
Vi-Bros: Tactile Feedback for Indoor Navigation with a Smartphone and a Smartwatch. CHI Extended Abstracts 2015: 2115-2120 - [c9]Donghun Lee, Woochang Hyun, Jeongwoo Ryu, Woo Jung Lee, Wonjong Rhee, Bongwon Suh:
An Analysis of Social Features Associated with Room Sales of Airbnb. CSCW Companion 2015: 219-222 - [c8]Taeil Jeon, Jihyun Lee, Wonjong Rhee, Bongwon Suh:
N-Polar Visualization: Visual Analytics for Exploring Data Objects with Multiple Interactive Anchors. IV 2015: 419-423 - 2012
- [j6]Ming-Yang Chen, Wonjong Rhee, Mehdi Mohseni, John M. Cioffi:
Distributed Crosstalk Management for Upstream VDSL Using Dynamic Power Control. IEEE Trans. Commun. 60(4): 940-945 (2012) - 2011
- [c7]Ming-Yang Chen, Wonjong Rhee, Mehdi Mohseni, John M. Cioffi:
Practical Crosstalk Management for Upstream VDSL Using Dynamic Power Control. GLOBECOM 2011: 1-5
2000 – 2009
- 2008
- [c6]John M. Cioffi, Sumanth Jagannathan, Wooyul Lee, Hao Zou, Aakanksha Chowdhery, Wonjong Rhee, George Ginis, Peter Silverman:
Greener Copper with Dynamic Spectrum Management. AccessNets 2008: 62-77 - 2006
- [j5]Wonjong Rhee, Giorgio Taricco:
On the Ergodic Capacity-Achieving Covariance Matrix of Certain Classes of MIMO Channels. IEEE Trans. Inf. Theory 52(8): 3810-3817 (2006) - [c5]Wonjong Rhee, Giorgio Taricco:
On the Ergodic Capacity-Achieving Covariance Matrix of Certain Classes of MIMO Channels. ISIT 2006: 1219-1223 - 2005
- [j4]Nihar Jindal, Wonjong Rhee, Sriram Vishwanath, Syed Ali Jafar, Andrea J. Goldsmith:
Sum power iterative water-filling for multi-antenna Gaussian broadcast channels. IEEE Trans. Inf. Theory 51(4): 1570-1580 (2005) - 2004
- [j3]Wei Yu, Wonjong Rhee, Stephen P. Boyd, John M. Cioffi:
Iterative water-filling for Gaussian vector multiple-access channels. IEEE Trans. Inf. Theory 50(1): 145-152 (2004) - [j2]Wonjong Rhee, Wei Yu, John M. Cioffi:
The optimality of beamforming in uplink multiuser wireless systems. IEEE Trans. Wirel. Commun. 3(1): 86-96 (2004) - [c4]John M. Cioffi, Wonjong Rhee, Mehdi Mohseni, Mark H. Brady:
Band preference in dynamic spectrum management. EUSIPCO 2004: 1205-1208 - 2003
- [j1]Wonjong Rhee, John M. Cioffi:
On the capacity of multiuser wireless channels with multiple antennas. IEEE Trans. Inf. Theory 49(10): 2580-2595 (2003) - 2001
- [c3]Wonjong Rhee, John M. Cioffi:
On the asymptotic optimality of beam-forming in multi-antenna Gaussian multiple access channels. GLOBECOM 2001: 891-895 - [c2]Wei Yu, Wonjong Rhee, John M. Cioffi:
Optimal power control in multiple access fading channels with multiple antennas. ICC 2001: 575-579 - 2000
- [c1]Wonjong Rhee, Wei Yu, John M. Cioffi:
Utilizing multiuser diversity for multiple antenna systems. WCNC 2000: 420-425
Coauthor Index
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last updated on 2024-11-07 20:31 CET by the dblp team
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